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The technique of the electronic products classification into classes of the acceptable and potentially unacceptable instances using Kohonen Self-Organizing Maps (SOM) is given. The methodology was tested on two samples of special-purpose electronic components using application software. The analysis of the SOM is given. The classification accuracy is estimated and a comparison table, that includes the results of cluster analysis, is given. The recommendations for improving the classification quality are developed.

The application of Kohonen Self-Organizing Maps for the classification of the electronic components and reliability improvement of onboard equipment